The rejection letter lay on his desk, a stark white testament to his failure. Daniel stared at it, his face flushing with a mixture of anger and humiliation. He'd envisioned this book as his legacy, the culmination of years of hard work. Now, it was just… nothing.

He slammed his fist on the desk, scattering pens and papers. The sound was a release of the pressure building inside him. He felt an intense need to be acknowledged, to be recognized.

He started a new document, the words already forming in his head. He would rework the manuscript, sharpen it, make it so brilliant they couldn’t possibly ignore it. He deserved the accolades.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

This story is one of 1,000 stories generated for the emotion greedy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 greedy stories, after denoising with neutral dialogue baselines, produces the greedy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the greedy vector is projected through the unembedding matrix.

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342